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ACM Transactions on

Applied Perception (TAP)

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Acting Together: Joint Pedestrian Road Crossing in an Immersive Virtual Environment

Comparison of Two Methods for Improving Distance Perception in Virtual Reality

Creating Thermal Icons—A Model-Based Approach

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About TAP

ACM Transactions on Applied Perception aims to strengthen the synergy between computer science and psychology/perception by publishing top quality papers that help to unify research in these fields.

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Measuring Cognitive Load and Stress by Stress-Induced Vascular Response Index

Measuring cognitive load and stress is crucial for ubiquitous human-computer-interactive applications to dynamically understand and respond to users' mental status, e.g. smart healthcare, smart driving and robotics. Researchers have attempted various quantitative methods, such as physiological and behavioral methods. However, as sensitivity, reliability and usability cannot be satisfactorily met at the same time, many current methods are not ideal for ubiquitous applications. In this paper, we propose a novel photoplethysmogram (PPG)-based stress induced vascular index (sVRI) to measure cognitive load and stress. We provide the basic methodology and detailed algorithm framework to validate sVRI measurement. We verify the sensitivity, reliability and usability of the sVRI in transmission mode (sVRI-t) and reflection mode (sVRI-r) respectively by using arithmetic calculations as cognitive tasks. Compared with blood pressure (BP), heart rate variation (HRV), and electrodermal activity (EDA) recorded simultaneously, our findings showed sVRI's potential as a sensitive, reliable and usable parameter, and suggested sVRI-r's potential for integration with ubiquitous touch interactions for dynamic cognition and stress-sensing scenarios.

A Comparison of Distance Estimation in HMD-based Virtual Environments with Different HMD-based Conditions

Underestimation of egocentric distances in immersive virtual environments using various head-mounted displays (HMDs) has been a puzzling topic of research interest for several years. As more commodity level systems become available to developers, it is important to test the variation in underestimation in each system since reasons for underestimation remain elusive. In this paper, we examine several different systems in two experiments and comparatively evaluate how much users underestimate distances using them. To test distance estimation, a standard indirect blind walking task was used. An Oculus Rift DK1, a weighted Oculus Rift DK1, an Oculus Rift DK1 with an artificially restricted field of view, an Nvis SX60, an Nvis SX111, an Oculus Rift DK2, an Oculus Rift consumer version (CV1), and an HTC Vive were tested. The weighted and restricted field of view HMDs were evaluated to determine the effect of these factors on distance underestimation; the other systems were evaluated because they are popular systems that are widely available. We found that weight and field of view restrictions heightened underestimation in the Rift DK1. Results from these were comparable to the Nvis SX60 and SX111. The Oculus Rift in its DK1 and consumer versions possessed the least amount of distance compression, but in general commodity level HMDs provided more accurate estimates of distance than the prior generation of head-mounted displays.

A Human-Perceived Softness Measure of Virtual 3D Objects

We introduce the problem of computing a human-perceived softness measure for virtual 3D objects. As the virtual objects do not exist in the real world, we do not directly consider their physical properties but instead compute the human-perceived softness of the geometric shapes. In an initial experiment, we find that humans are highly consistent in their responses when given a pair of vertices on a 3D model and asked to select the vertex that they perceive to be more soft. This motivates us to take a crowdsourcing and machine learning framework. We collect crowdsourced data for such pairs of vertices. We then combine a learning-to-rank approach and a multi-layer neural network to learn a non-linear softness measure mapping any vertex to a softness value. For a new 3D shape, we can use the learned measure to compute the relative softness of every vertex on its surface. We demonstrate the robustness of our framework with a variety of 3D shapes and compare our non-linear learning approach with a linear method from previous work. Finally, we demonstrate the accuracy of our learned measure with user studies comparing our measure with the human-perceived softness of both virtual and real objects, and we show the usefulness of our measure with some applications.

Influence of Screen Size and Field of View on Perceived Brightness

We present a study into the perception of display brightness as related to the physical size and distance of the screen from the observer. Brightness perception is a complex topic, which is influenced by a number of lower and higher order factors - with empirical evidence from the cinema industry suggesting that display size may play a significant role. To test this hypothesis, we conducted a series of user studies exploring brightness perception for a range of displays and distances from the observer that span representative use scenarios. Our results suggest that retinal size is not sufficient to explain the range of discovered brightness variations, but is sufficient in combination with physical distance from the observer. The resulting model can be used as a step towards perceptually correcting image brightness perception based on target display parameters. This can be leveraged for energy management and the preservation of artistic intent. A pilot study suggests that adaptation luminance is an additional factor for the magnitude of the effect.

Bibliometrics

Publication Years 2004-2018
Publication Count 366
Citation Count 1885
Available for Download 366
Downloads (6 weeks) 1685
Downloads (12 Months) 14118
Downloads (cumulative) 179551
Average downloads per article 491
Average citations per article 5
First Name Last Name Award
Frederick Brooks ACM-IEEE CS Eckert-Mauchly Award (2004)
ACM A. M. Turing Award (1999)
ACM AAAI Allen Newell Award (1994)
ACM Fellows (1994)
ACM Distinguished Service Award (1987)
David S Ebert ACM Senior Member (2009)
Keith Brian Gallagher ACM Senior Member (2016)
Mashhuda Glencross ACM Senior Member (2017)
Simon Harper ACM Distinguished Member (2014)
ACM Senior Member (2009)
Victoria L Interrante ACM Senior Member (2007)
Sara Kiesler ACM Fellows (2010)
Ming C Lin ACM Fellows (2011)
Holly E Rushmeier ACM Fellows (2016)
ACM Distinguished Member (2006)
Shumin Zhai ACM Fellows (2010)
ACM Distinguished Member (2006)
Shumin Zhai ACM Fellows (2010)
ACM Distinguished Member (2006)

First Name Last Name Paper Counts
Carol O'Sullivan 14
Heinrich Bülthoff 12
William Thompson 8
Robert Allison 7
Christian Wallraven 7
Sarah Creem-Regehr 7
Roberta Klatzky 6
Douglas Cunningham 6
Jessica Hodgins 6
Hong Tan 5
Rachel McDonnell 5
Andrew Duchowski 5
Jodie Plumert 4
Alan Chalmers 4
Jukka Häkkinen 4
Marcus Magnor 4
Matthias Bernhard 4
Elizabeth Carter 4
Scott Kuhl 4
Jonathan Kelly 4
Bobby Bodenheimer 4
Laurie Wilcox 4
Katerina Mania 4
Stephen Brewster 4
Joseph Kearney 4
Bernhard Riecke 4
Tom Troscianko 4
Sophie Jörg 4
Nadine Miner 4
Bruce Walker 4
John Rieser 4
Jeanine Stefanucci 3
Marc Ernst 3
Guillaume Lavoué 3
Erik Reinhard 3
Martin Banks 3
Ludovic Hoyet 3
Cathy Ennis 3
Veikko Surakka 3
Peter Willemsen 3
Thomas Caudell 3
Karol Myszkowski 3
Michael Wimmer 3
Colin Ware 3
Laura Trutoiu 3
Michael Langer 3
Jörg Schulte-Pelkum 3
Diego Gutierrez 3
Oleg Komogortsev 3
James Cremer 3
Davide Rocchesso 3
Mel Slater 3
Hans Seidel 3
Tuomas Leisti 3
Fiona Newell 3
Jenni Radun 3
Tapio Lokki 3
Greg Kramer 3
Betty Mohler 3
Jan Souman 2
James Clark 2
Veronica Sundstedt 2
Tero Vuori 2
Evangelos Mitsopoulos 2
Thomas Hermann 2
Kimberly Turnage 2
Barbara Shinn-Cunningham 2
Gayathri Narasimham 2
Vincent Hayward 2
Frank Durgin 2
Izabela Krejtz 2
Alessandro De Luca 2
Sébastien Roy 2
Maryam Mustafa 2
George Drettakis 2
Timofey Grechkin 2
Yann Morvan 2
Benjamin Balas 2
Helge Ritter 2
Matti Gröhn 2
Douglas Brungart 2
Terri Bonebright 2
Susan Lederman 2
Rafał Mantiuk 2
Betsy Williams 2
Faustina Hwang 2
Ann McNamara 2
Adar Pelah 2
Ilja Frissen 2
Rob Gray 2
Adrian Schwaninger 2
Corey Holland 2
Hideyuki Ando 2
Allison Okamura 2
Jack Loomis 2
Holly Rushmeier 2
Mekides Abebe 2
Tania Pouli 2
Pirkko Oittinen 2
Frans Cornelissen 2
Lucia Cherep 2
Mark Fairchild 2
Min Kim 2
Alice O'Toole 2
P Phillips 2
Paul Vickers 2
Timothy Dixon 2
Michael Neff 2
Iain Matthews 2
Georgios Marentakis 2
Krzysztof Krejtz 2
Lior Shamir 2
Carmen Au 2
Colin Ware 2
Göte Nyman 2
Tobias Ritschel 2
John Flowers 2
Dion Buhman 2
Stephen Barrass 2
Timothy Streeter 2
Elena Kokkinara 2
Ahmet Akyüz 2
Slawomir Nasuto 2
Markus Heyde 2
Roland Fleming 2
Lavanya Sharan 2
Theresa Cooke 2
Tien Nguyen 2
Julia Vogel 2
Alexey Karpov 2
Taro Maeda 2
Robert Stevens 2
David Tolhurst 2
Tapio Takala 2
Brian Simpson 2
Mikael Fernström 2
Dana Ballard 2
Eduardo Miranda 2
James Weaver 2
Sabarish Babu 2
Eli Peli 2
James Walker 2
Lynette Jones 2
Richard Tyrrell 2
Brian Katz 2
Margaret Atkins 2
Alistair Edwards 2
Kees Van Den Doel 2
Michael Hecher 2
Duncan Williams 2
Ian Daly 2
Christopher Pagano 2
Susana Castillo 2
Paolo Giordano 2
Vincent Couture 2
Gordon Legge 2
Zachary Siegel 2
Garrett Johnson 2
Anatole Lécuyer 2
Jean Martin 2
Efstathios Stavrakis 2
Alexis Kirke 2
Stephen Mcadams 2
Dik Hermes 2
Henry Apfelbaum 1
Yoren Gaffary 1
Kaihsiang Lin 1
Sara Kiesler 1
Taiki Fukiage 1
Osman Kaya 1
Alícia Casals 1
Marco Bernardo 1
Sarah Rust 1
Eunice Jun 1
Mikko Nuutinen 1
Sarah Morrison-Smith 1
Jenny Nissel 1
Mark Billinghurst 1
Mahesh Subedar 1
Lina Karam 1
Koert Van Mensvoort 1
Peter Vos 1
Guy Newsham 1
Phil Watten 1
Luca Mion 1
Matthew Kyan 1
Volker Blanz 1
Robert Proctor 1
T Bianco 1
Brandon Pelfrey 1
Donald House 1
Volkan Patoglu 1
Miquel Feixas 1
Hunter Murphy 1
Pawan Sinha 1
Christophe D’alessandro 1
Paul Hibbard 1
Giovanni Poli 1
Louise O’hare 1
Onkar Dabeer 1
Tapani Pihlajamaki 1
Stephen Palmisano 1
Philippe Fuchs 1
Daniel Pineo 1
David Bate 1
Kaveri Thakur 1
Antti Nurminen 1
Etienne Corteel 1
Xaiobo An 1
Pekka Niemenlehto 1
Toni Vanhala 1
John Dill 1
Federico Barbagli 1
Kenneth Salisbury 1
Xiangyu Wang 1
Roy Smith 1
Pierre Kraemer 1
Nicolas Holliman 1
Rycharde Hawkes 1
S Galvan 1
Haider Easa 1
Simon Alexanderson 1
Rachel Albert 1
Dirk Arnold 1
Jiangtao Kuang 1
Clemens Schuwerk 1
Xiao Xu 1
Charlotte Reed 1
Julie Dorsey 1
Yong Xu 1
Markus Leyrer 1
Etienne Roesch 1
Yina Li 1
Francesca Odone 1
Giulio Sandini 1
Radosław Mantiuk 1
Payman Aflaki 1
Keita Hirai 1
Kang Zhang 1
Poika Isokoski 1
Chen Yu 1
Javeen Pereira 1
Ulrich Weidenbacher 1
Jeff Pelz 1
Eduardo Canga 1
Stephan De La Rosa 1
Michael Black 1
Peter Vangorp 1
Petr Kellnhofer 1
Henning Schmidt 1
Burkhard Pleger 1
Patrick Ragert 1
Chris Jansen 1
Jan Van Erp 1
Cullen Jackson 1
Masayuki Nakajima 1
Kara Recker 1
Bliss Altenhoff 1
Timothy Davis 1
Sidhartha Chaudhury 1
Marina Kolesnik 1
James Barabas 1
Tolga Çapın 1
Jussi Rantala 1
Mehdi Ammi 1
Stephen Gilbert 1
Eliot Winer 1
Eakta Jain 1
Jonas Schmidtler 1
Atul Rungta 1
Dinesh Manocha 1
Megan Hofmann 1
Jaime Ruiz 1
Paolo Boi 1
Kurt Debattista 1
Nikita Orlov 1
Youngmin Kim 1
Rebecca Todd 1
Ross Maciejewski 1
David Ebert 1
Roland Richter 1
David Waller 1
David Rogers 1
Stephen Sinclair 1
Bochao Li 1
Junghumpaul Yon 1
Patrick Susini 1
Georges Bonneau 1
Bernt Schiele 1
Franziska Hofer 1
Anup Basu 1
Atilla Baskurt 1
Sergio Canazza 1
Tingting Zhang 1
Ingrid Heynderickx 1
Claudia Moscoso 1
U Svensson 1
Krzysztof Orleanski 1
Mats Lind 1
Brian Melloy 1
Aleksander Väljamäe 1
Simon Shelley 1
Armin Kohlrausch 1
Christine Tong 1
Caolan McNamara 1
Jamie Ward 1
Hans Gellersen 1
Iason Kastanis 1
Frederick Brooks, 1
Charles Spence 1
Reginald Golledge 1
Adrian Moise 1
Kwangin Kim 1
Anjul Patney 1
Richard Wilkie 1
Anke Huckauf 1
Huib De Ridder 1
Rosalind Freeman 1
Shaojing Fan 1
Cheston Tan 1
Bryan Koenig 1
David Zhang 1
Luigi Burigana 1
Hermann Pflüger 1
Maryam Homayouni 1
Miska Hannuksela 1
Takafumi Katsunuma 1
Jiajing Zhang 1
Marko Illi 1
C Párraga 1
Jiří Filip 1
Paymon Rafian 1
Lawton Verner 1
Jörg Krüger 1
Stefan Hesse 1
Knut Drewing 1
Michael Fritschi 1
Maryse Legault 1
Ron Reifenberger 1
Roger Hubbold 1
Roland Brémond 1
Simon Rushton 1
David Marshall 1
John Hamill 1
Jeffrey Bertrand 1
Thomas Buhrmann 1
Jose Nunez-Varela 1
Jani Lylykangas 1
Sampath Jayarathna 1
Olivia Holmes 1
Hany Farid 1
Takahiro Kawabe 1
António Pinheiro 1
Benjamin Meyer 1
Mark Vollrath 1
James Hahn 1
Moritz Körber 1
Ming Lin 1
Jonathan Kervec 1
Holly Rushmeier 1
Agata Kopacz 1
Thomas Bashford-Rogers 1
Mitsuko Aramaki 1
Kai Puolamäki 1
Anthony Nordman 1
Rudrava Roy 1
Jonathan Bakdash 1
Christian Eitzinger 1
Thomas Thümmel 1
Karl Grosse 1
Anshul Singhal 1
Asad Tirmizi 1
Dirk Bartz 1
Stéphane Ploix 1
Olivier Perrotin 1
Eike Langbehn 1
Emery Schubert 1
Barbara Matusiak 1
Tina Ziemek 1
Mikko Laitinen 1
Ce Zhan 1
Yasuyuki Matsushita 1
Christian Jacquemin 1
Rolf Godøy 1
Jim Torresen 1
Amy Blank 1
Toni Virtanen 1
Shumin Zhai 1
Roxanne Canosa 1
Guillaume Moreau 1
Thorsten Grosch 1
Michael Nees 1
Federico Fontana 1
Mihalis Nicolaou 1
Philip Kellman 1
Damion Shelton 1
H Stripf 1
K Edmonds 1
R Sekuler 1
Laura Ottaviani 1
Jian Zhang 1
Wijnand IJsselsteijn 1
Marina Zannoli 1
Basile Sauvage 1
James Tompkin 1
Djamel Hassaine 1
Debora Botturi 1
Stephen Brooks 1
Raphael Höver 1
Claire Westerman 1
Keith Gallagher 1
Suzanne Kozaitis 1
Florian Focone 1
Robert Jagnow 1
Amal Dorai 1
Fang Jiang 1
Rangding Wang 1
Mezgeb Mihtsentu 1
Ruth Rosenholtz 1
Belma Ramic-Brkic 1
Asad Malik 1
Benjamin Höferlin 1
Kang Zhang 1
P Lovell 1
Pierre Bayerl 1
Heiko Neumann 1
Susan Munn 1
Stavri Nikolov 1
Moshe Mahler 1
Ivelina Piryankova 1
Kaitlyn Schwalje 1
Regine Zopf 1
Athinodoros Georghiades 1
Linda Brodo 1
Mássimo Tistarelli 1
Keiji Uchikawa 1
Suguru Saito 1
Mario Kleiner 1
Susan Paddock 1
Phillip Napieralski 1
Andrea Christensen 1
Francisco Serón 1
Francesca Fortenbaugh 1
Jeremy Wyatt 1
Mark Hasegawa-Johnson 1
Stefania Serafin 1
Thomas Huang 1
Julio De La Cruz 1
Lisa Anthony 1
Alex Shaw 1
Julia Woodward 1
Jean Tree 1
Olli Rummukainen 1
Manuela Pereira 1
Bjorn Blissing 1
Samar Alsaleh 1
Miguel Martin 1
Bert Dunk 1
Roy Anthony 1
Michael Geuss 1
Katharina Legde 1
Bedřich Beneš 1
Alan Chalmers 1
David Eckley 1
Giovanni De Poli 1
Ennio Rapanà 1
Ruimin Zhang 1
Aidong Lu 1
Erich Rome 1
Stefan Thumfart 1
Werner Groissboeck 1
Heinz Ulbrich 1
Séréna Bochereau 1
Luke Franzen 1
Olivier Houix 1
Debi Stransky 1
Rui Wang 1
Domenico Prattichizzo 1
Marcia O'Malley 1
Li Li 1
Francesco Banterle 1
Christian Boucheny 1
Mateu Sbert 1
Carl Salvaggio 1
Jarke Van Wijk 1
Danny Holten 1
Cynthia Grelik 1
Samuel Elfassy 1
David Krum 1
Vincent Vidal 1
Irene Cheng 1
Frank Steinicke 1
Alessandro Gulberti 1
Antonio Rodà 1
Larry Price 1
Jay Goyal 1
Dylan Shipman 1
Amit Bhardwaj 1
Cumhur Erkut 1
Roy Ruddle 1
Ekaterina Volkova 1
Andreas Kjellin 1
Anand Gramopadhye 1
Simon Harper 1
Eleni Michailidou 1
Jean Burkhardt 1
CheeHian Tan 1
Jacqueline Hollowood 1
Michael Pettitt 1
Sarah Sharples 1
Stefano Delle Monache 1
Xavier Boutillon 1
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Victor Vergara 1
Andreas Bulling 1
Amin Abolhassani 1
Cristy Ho 1
Maud Marchal 1
Joe Geigel 1
Simon Liversedge 1
Nicholaos Mourkoussis 1
De, Xu 1
Marco Vicentini 1
Iksoo Lim 1
Jan Tauscher 1
Joohwan Kim 1
Matthias Harders 1
Ronald Kneusel 1
Hanni Kiiski 1
Ana Pires 1
Anna Vilaro 1
Hsinni Ho 1
Mandayam Srinivasan 1
Virginie Demulier 1
Ronald Berg 1
Andrea Van Doorn 1
Marcel Reinders 1
Emile Hendriks 1
Sebastian Pannasch 1
Terry Peters 1
Topi Kaaresoja 1
Fangmei Chen 1
Adam Siekawa 1
Mike Chantler 1
Sangil Park 1
Tunç Aydın 1
Hubert Dinse 1
Martin Buss 1
Seungmoon Choi 1
Michael Tarr 1
Lindsay Long 1
Justin Kern 1
Diego Gutierrez 1
Martin Giese 1
John Hicks 1
Harald Frenz 1
Markus Lappe 1
Abdullah Bulbul 1
Luca Turchet 1
Roope Raisamo 1
Sarah King 1
Steffi Beckhaus 1
Ioannis Rigas 1
Yingying Wang 1
Shin'ya Nishida 1
Jan Ondřej 1
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Catarina Mendonca 1
Paulo Fiadeiro 1
Cathryn Griffiths 1
Naji Younes 1
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Harold Nefs 1
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Ralph Stelzer 1
Kamyar Abhari 1
Tiantsong Ng 1
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Kerstin Ruhland 1
Dongjin Li 1
Moncef Gabbouj 1
Joanna McHugh 1
Reynold Bailey 1
Cindy Grimm 1
Martin Čadík 1
Martin Tegenthoff 1
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Martin Giese 1
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Matthaeus Schumacher 1
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Simone Frintrop 1
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Rutger Rienks 1
Daniel Berger 1
Norbert Schnell 1
Baptiste Caramiaux 1
Claudio Pacchierotti 1
Yanfang Li 1
Masoodmehmood Khan 1
A Seward 1
Mark Bolas 1
Franz Faul 1
Rasmus Stenholt 1
George Koulieris 1
Wanqing Li 1
Tifanie Bouchara 1
Katherine Kuchenbecker 1
Lars Pettersson 1
M To 1
Timothy Clausner 1
George Stetten 1
Paul Watters 1
James Alty 1
Yossi Zana 1
Jason Jerald 1
Cynthia Sahm 1
DoHyoung Shin 1
Leo Gugerty 1
Andrew Beall 1
Kenneth Vanhoey 1
Fiona Rivera 1
Pat Hanrahan 1
David Luebke 1
Xihe Gao 1
Massimiliano Luca 1
Changmeng Liu 1
Nathan Sprague 1
Rahul Chaudhari 1
Nathaniel Durlach 1
Tom Giraud 1
John Wann 1
Mathias Müller 1
John Baxter 1
Sandrine Ribaupierre 1
Jonathan Herberg 1
Vuokko Lantz 1
Martin Breidt 1
Robert Albrecht 1
James Hallowell 1
Thomas Ertl 1
Nicoletta Noceti 1
Alessandra Sciutti 1
Sebastian Kannengiesser 1
Marios Avraamides 1
Caterina Ripamonti 1
Minghui Tan 1
Jan Koenderink 1
Vebjorn Ekroll 1
Agnieszka Szarkowska 1
Gianni Fenu 1
Lucio Spano 1
Micah Bojrab 1
Elmedin Selmanović 1
Adrien Merer 1
Richard Kronland-Martinet 1
Hannes Gamper 1
Radosław Niewiadomski 1
Catherine Pélachaud 1
Cedric Canagarajah 1
Javier Romero 1
Nancy Pollard 1
Ali Israr 1
Jill Lehman 1
Peter Schwenkreis 1
Laron Walker 1
Scott Crittenden 1
Qi Wang 1
Sarah Howlett 1
Lars Omlor 1
Jan Koenderink 1
Patrick Foo 1
Russell Woods 1
Zeynep Yildiz 1
Veikko Surakka 1
Paola Cesari 1
Camille Goudeseune 1
Aishat Aloba 1
Amanda Castonguay 1
Elham Ebrahimi 1
Marilyn Walker 1
Olle Eriksson 1
Angelica Aviles-Rivero 1
Jean Lalonde 1
Yang Li 1
Jukka Häkkinen 1
Songchun Zhu 1
Lorne Whitehead 1
Matthew Coxon 1
David Jacobs 1
Adam Anderson 1
Clara Suied 1
Nicholas Giudice 1
Richard Jacobs 1
Eric Hodgson 1
Vincent Hayward 1
Brenna Klesel 1
Seth George 1
Joshua Reiss 1
Elizabeth O'Neal 1
Frédéric Bevilacqua 1
Jan Fischer 1
Aditi Majumder 1
Tomasz Macura 1
Jennifer Veitch 1
Shahrul Badariah 1
Amitabh Varshney 1
Henrik Christensen 1
Isabelle Viaud-Delmon 1
Ronald Poppe 1
Martin Schwaiger 1
Heinrich Bülthoff 1
Christine Ziemer 1
Benjamin Chihak 1
Roslizawaty Rosli 1
David Moffat 1
Yuanyuan Jiang 1
Pooya Rahimian 1
Timothy Hattenberger 1
Stephen Ellis 1
Jean Martens 1
James Jones 1
Gerd Bruder 1
Michael Ashikhmin 1
Philip Ogunbona 1
Yoichi Sato 1
Kristian Nymoen 1
Tue Andersen 1
Paris Stringfellow 1
Stefan Seipel 1
Simon Dobbyn 1
Andrew Cox 1
Carsten Dachsbacher 1
Tomohiro Amemiya 1
Antti Oulasvirta 1
Miguel Alonso-Arevalo 1
Marc Rebillat 1
Christopher Healey 1
Mohamed ElHelw 1
Evan Palmer 1
Peter Mitchell 1
Cheryl Hamilton 1
Karl Gegenfurtner 1
Dirk Neumann 1
Roberto Cesar- 1
Matthieu Courgeon 1
Gabriel Robles-De-La-Torre 1
Akihito Sano 1
Daniel Ashmead 1
Francisco González 1
Guillaume Thibault 1
Jinjiang Guo 1
Omar Janeh 1
Monika Poetter-Nerger 1
Subhasis Chaudhuri 1
Ville Pulkki 1
Alexander Jensenius 1
Juno Kim 1
April Ash 1
Mark Colton 1
Laure Leroy 1
Jan Kautz 1
Jorge Jimenez 1
Iain Gilchrist 1
Tiia Suomalainen 1
Joseph Dunlop 1
Vaidehi Natu 1
Guangzhong Yang 1
Bing Wu 1
Martti Juhola 1
Mounia Ziat 1
Mary Whitton 1
Hiromi Mochiyama 1
Shahram Payandeh 1
James Marston 1
Pieter Seuntiens 1
Lydia Meesters 1
Kristen Macuga 1
Ferran Argelaguet 1
James McCrae 1
Niloy Mitra 1
Jianhui Chen 1
Christian Theobalt 1
Jasminka Hasic 1
Elena Šikudová 1
Bing Li 1
Paolo Fiorini 1
Bernhard Spanlang 1
Jonas Beskow 1
Ylva Ferstl 1
Lewis Berman 1
Hiroshi Yamaguchi 1
Joan Lopez-Moliner 1
Tomasz Szmidt 1
Timo Stich 1
Ryo Kikuuwe 1
Phillip Dunston 1
Ethan Smith 1
Mohamed Larabi 1
David Jáuregui 1
Hong Bao 1
Giulio Ruffini 1
Fernando Gonzalez Perilli 1
Natalia Villalobos 1
Eckehard Steinbach 1
Brice Isableu 1
Jean Olives 1
Abhijit Narvekar 1
Christopher Peters 1
Boris Velichkovsky 1
Jens Helmert 1
Roy Eagleson 1
Oliver Mattausch 1
Sally Linkenauger 1
Michele Vicovaro 1
Michael Raschke 1
Robert Bobrow 1
Victoria Interrante 1
Daniel Feuereissen 1
Paul Reitsma 1
Jussi Hakala 1
Takahiko Horiuchi 1
Peter Hancock 1
David Bull 1
Jan Noyes 1
Sylvia Pont 1
Siyan Zhao 1
Rolf Bernhardt 1
Tobias Kalisch 1
Trevor Dobbins 1
Laurent Itti 1
Manuele Bicego 1
Enrico Grosso 1
Caroline Jay 1
Justine Grave 1
Ross Messing 1
Youngha Chang 1
Darren Cosker 1
Dominik Endres 1
Stephen Bailey 1
Fernando Navarro 1
Julianne Ayyad 1
Qiufeng Lin 1
Erik Steindecker 1
Ali Khan 1
Katja Zibrek 1
Jinhui Yu 1
Xianjunsam Zheng 1
Junsong Zhang 1
Dipinder Rekhi 1
Michal Haindl 1
Rafał Piórkowski 1
Charlie Frowd 1
Derek Carson 1
Maarten Wijntjes 1
Jeffrey Cohn 1
Michael Wimmer 1
Robert Webster 1
Todd Murphy 1
Hendrik Van Veen 1
Robert Peters 1
Andrea Lagorio 1
Gavin Brelstaff 1
Mashhuda Glencross 1
Paul Rosin 1
Muqun Li 1
Lei Hao 1
Herbert Pick, 1
Lee Lichtenstein 1
Melissa Burton 1
Brice Pollock 1
Eduardo Rubio 1
Isabella Cuba 1
Fredrik Bruzelius 1

Affiliation Paper Counts
Rhodes College 1
Loughborough University 1
Chalmers University of Technology 1
University of Essex 1
University of Siena 1
Northumbria University 1
INSA Rennes 1
Lawrence Technological University 1
Korea University 1
University of Minnesota System 1
Los Alamos National Laboratory 1
Google Inc. 1
University of Pennsylvania 1
The University of Hong Kong 1
The University of North Carolina at Charlotte 1
University of Bonn 1
Universitat Politecnica de Catalunya 1
Utrecht University 1
University of Maine 1
Hong Kong Polytechnic University 1
Sabanci University 1
IBM Almaden Research Center 1
Washington University in St. Louis 1
University of Mississippi 1
University of Southern Maine 1
HP Labs 1
Technical University of Darmstadt 1
BBN Technologies 1
University of Leeds 1
University of Kiel 1
Dublin Institute of Technology 1
Ecole Polytechnique 1
University of Warsaw 1
Skidmore College 1
LCPC Laboratoire Central des Ponts et Chaussees 1
Kalamazoo College 1
University of Tasmania 1
University of Pittsburgh 1
Medical Research Council 1
Brandeis University 1
Institute of Fundamental Technological Research Pas Warsaw 1
National University of Singapore 1
University of Tubingen 1
Northern Michigan University 1
Helmholtz Research School 1
Florida Atlantic University 1
Xiamen University 1
Institute of Automation Chinese Academy of Sciences 1
Celal Bayar University 1
Macquarie University 1
Harbin Institute of Technology 1
Heriot-Watt University, Edinburgh 1
Texas A and M University 1
Royal Holloway University of London 1
University of Virginia 1
HRL Laboratories 1
University of Canberra 1
Fraunhofer Institute for Intelligent Analysis and Information Systems 1
Vassar College 1
University of Southampton 1
Microsoft Corporation 1
University of Lincoln 1
Ecole Centrale de Nantes 1
Sejong University 1
Liverpool John Moores University 1
St. Louis University 1
Universite Paris Descartes 1
Ryerson University 1
University of Copenhagen 1
Santa Fe Institute 1
University of Gavle 1
University of California System 1
Curtin University of Technology, Perth 1
Tata Institute of Fundamental Research 1
Korea Advanced Institute of Science & Technology 1
Centro de Investigacion Cientifica y de Educacion Superior de Ensenada 1
Laval University 1
Saarland University 1
U.S. Army Research Laboratory 1
Universidad de la Republica 1
Laboratoire Traitement et Communication de l'Information 1
The University of North Carolina at Asheville 1
Microsoft Research Asia 1
Aptima, Inc 1
York St John University 1
Complexite, Innovation, Activites Motrices et Sportives 1
University of Colorado at Boulder 2
Center for Scientific Computing Finland 2
University of Munster 2
Royal Institute of Technology 2
Institute for Infocomm Research, A-Star, Singapore 2
Sheridan College Institute of Technology and Advanced Learning 2
Arizona State University 2
Zhejiang University 2
NASA Ames Research Center 2
Middle East Technical University 2
North Carolina State University 2
Hamburg University Hospital and Medical School 2
DePauw University 2
University of Groningen, University Medical Center Groningen 2
Fraunhofer Institute for Production Systems and Design Techology 2
University of California, Irvine 2
Sandia National Laboratories, New Mexico 2
University of Sao Paulo 2
Tampere University of Technology 2
Florida Institute of Technology 2
Dartmouth College 2
Brown University 2
Indian Institute of Technology, Bombay 2
Bilkent University 2
University of Nottingham 2
INSA Lyon 2
Justus Liebig University Giessen 2
Nankai University 2
University of Birmingham 2
University of Canterbury 2
Queen Mary, University of London 2
University of Central Florida 2
University of Durham 2
Beijing Jiaotong University 2
National Institute of Standards and Technology 2
University of Siegen 2
Osaka University 2
University of California, Santa Cruz 2
Catholic University of Leuven, Leuven 2
University of Tokyo 2
Tsinghua University 2
Charite - Universitatsmedizin Berlin 2
Stony Brook University 2
University of Oxford 2
University System of New Hampshire 2
Ecole des Mines de Paris 2
Max Planck Institute for Intelligent Systems 2
University of Alberta 2
Boston College 2
Ningbo University 2
University of Huddersfield 2
INRIA Sophia Antipolis 2
Profactor GmbH 2
Universite de Strasbourg 2
Universite Grenoble Alpes 2
Universite Paris Saclay 2
Universite Pierre et Marie Curie 3
University of Ontario Institute of Technology 3
Chiba University 3
Uppsala University 3
Arizona State University Polytechnic Campus 3
Rice University 3
Colorado State University 3
University of Limerick 3
National Research Council Canada 3
Universitat de Girona 3
University of Groningen 3
University of California, Davis 3
IUAV University of Venice 3
Dalhousie University 3
Netherlands Organisation for Applied Scientific Research - TNO 3
Brandenburg University of Technology Cottbus 3
University of Twente 3
Johannes Kepler University Linz 3
Aalborg University 3
Universidad Autonoma de Barcelona 3
Lancaster University 3
University of Genoa 3
University of Stirling 3
Bangor University 3
Swiss Federal Institute of Technology, Zurich 3
University of California, Los Angeles 3
North Dakota State University 3
University of Roma La Sapienza 3
Universite de Poitiers 3
Miami University Oxford 3
NVIDIA 3
West Pomeranian University of Technology 3
University of Beira Interior 4
Swarthmore College 4
George Washington University 4
University of Montreal 4
University of Oslo 4
University of Zurich 4
Norwegian University of Science and Technology 4
Imperial College London 4
University of Bielefeld 4
Queen's University, Kingston 4
University of Maryland 4
Technical University of Crete 4
University of California, Berkeley 4
Wright-Patterson AFB 4
University of Southern California 4
Tokyo Institute of Technology 4
University of Social Sciences and Humanities 4
University of Cagliari 4
Hertie Institute for Clinical Brain Research 4
Aix Marseille Universite 4
Italian Institute of Technology 4
Yale University 5
University of Sassari 5
The University of British Columbia 5
University of Ulm 5
Stanford University 5
University of Florida 5
University of Stuttgart 5
University of Toronto 5
National Institute on Aging 5
University of Sussex 5
Georgia Institute of Technology 5
Boston University 5
Cardiff University 5
Nagoya Institute of Technology 5
University of Nebraska - Lincoln 5
University of Rochester 5
University of Hamburg 5
University of Minnesota Twin Cities 5
Laobratoire d'Informatique pour la Mecanique et les Sciences de l'Ingenieur 5
Universite de Lyon 5
University of Illinois at Urbana-Champaign 6
University of Glasgow 6
Harvard Medical School 6
CNRS Centre National de la Recherche Scientifique 6
The University of Western Ontario 6
University of Wollongong 6
INRIA Institut National de Rechereche en Informatique et en Automatique 6
University of York 6
Simon Fraser University 6
University of Plymouth 6
University of New Mexico 6
University of Manchester 7
Johns Hopkins University 7
Ruhr University of Bochum 7
Michigan Technological University 7
Universidad de Zaragoza 7
Technical University of Dresden 7
University College London 7
The University of North Carolina at Chapel Hill 7
University of New Hamsphire Durham 7
University of Cambridge 7
University of Padua 8
Universitat de Barcelona 8
The University of Warwick 8
Universite Paris-Sud XI 8
Nippon Telegraph and Telephone Corporation 8
University of California, Santa Barbara 8
University of Verona 8
Delft University of Technology 9
University of Texas at Dallas 10
Nokia Corporation 10
Texas State University-San Marcos 10
University of Reading 11
Vienna University of Technology 11
Technical University of Munich 11
University of Tampere 12
Massachusetts Institute of Technology 12
Rochester Institute of Technology 13
University of Helsinki 13
Technical University in Braunschweig 13
York University Canada 13
Eindhoven University of Technology 14
Iowa State University 15
Max Planck Institute for Informatics 16
Purdue University 19
McGill University 20
Vanderbilt University 20
University of Bristol 20
Aalto University 21
University of Iowa 23
University of Utah 27
Carnegie Mellon University 27
Clemson University 29
University of Dublin, Trinity College 42
Max Planck Institute for Biological Cybernetics 56

ACM Transactions on Applied Perception (TAP)
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06
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05
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